摘要
文章旨在改善目前以“堵”为主的青少年防沉迷系统预防模式,优化短视频平台单一、固化的视频内容池,营造清朗安全的青少年网络环境。基于Android开发系统搭建视频类APP框架,完成多级界面设计,以时间序列算法辨别用户身份,通过混合推荐模型搭建优质视频库,完成个性化优质内容推荐。最终实现短视频APP精准用户身份确认、视频优质内容推荐以及趣味性交互问答。本设计优化了防沉迷系统身份识别模式,通过优质视频内容推荐和趣味交互问答的方式促进青少年防沉迷系统预防机制实现由“堵”向“疏”的转变。
Objective To improve the current prevention model of the teenager anti-addiction system,which is mainly based on"blocking",optimize the short video platforms of single,solidified pool of video content,create a clean and safe network environment for teenagers.Method Build short video APP framework based on Android development system.Complete multi-level interface design,identify users by time series algorithm.Build high-quality video library with hybrid recommendation model,complete personalized high-quality content recommendation.Results Realize short video APP accurate user identification,video quality content recommendation and fun interactive Q&A.Conclusion Optimize anti-addiction system's identity recognition model,promote the transformation of the Teenager anti-addiction system prevention mechanism from blocking to"sparse"through high-quality video content recommendation and interesting interactive Q&A.
作者
司峥鸣
李焦龙
李一泽
Si Zhengming;Li Jiaolong;Li Yize(School of Architecture,Harbin Institute of Technology/Key Laboratory of Interactive Media Design and Equipment Service Innovation of Ministry of Culture and Tourism Harbin,Harbin 150006,China)
基金
科技部国家重点研发计划“文化科技与现代服务业”重点专项《主流价值观内容认知与精准传播建模理论及系统平台》(SQ2021YFF0900262)
教育部人文社科规划基金项目《网络视频“青少年防沉迷系统”的优质内容体系建构及智能把关模式研究》(20YJA860011)
中央高校基本科研业务费专项基金资金资助《智能媒体传播智库》(HIT.HSS.202106)。
关键词
防沉迷系统
内容推荐
短视频
APP设计
青少年
anti-addiction system
content recommendation
short video
APP design
teenagers
