一款懂你的陌生人社交APP
本项目算法框架由两部分构成,分别是用户标签过滤算法与情感分析算法,其中本项目主要完成用户标签过滤算法,情感分析算法由BosonNLP的API提供。
用户的标签分为长期标签与短期标签,长期标签由引导页设置(共10类),短期标签由用户的输入获得。通过长期标签的匹配与短期标签的匹配综合得出最“可能”的陌生人。
情感分析算法的大体由基于Word2Vec的目标分类算法实现,本项目出于时间考虑直接选用API直接调用。在此基础上,做了进一步细致根据情感因子划分的匹配算法。
This project forked from fwdhz998/getyou
一款基于LBS服务、情感匹配、好友推荐的社交APP软件。(仅含后端)
一款懂你的陌生人社交APP
本项目算法框架由两部分构成,分别是用户标签过滤算法与情感分析算法,其中本项目主要完成用户标签过滤算法,情感分析算法由BosonNLP的API提供。
用户的标签分为长期标签与短期标签,长期标签由引导页设置(共10类),短期标签由用户的输入获得。通过长期标签的匹配与短期标签的匹配综合得出最“可能”的陌生人。
情感分析算法的大体由基于Word2Vec的目标分类算法实现,本项目出于时间考虑直接选用API直接调用。在此基础上,做了进一步细致根据情感因子划分的匹配算法。
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