Giter Club home page Giter Club logo

userportrait's Introduction

UserPortrait

基于Flink的用户画像系统

  主要基于用户行为数据为用户每个打上年代标签、手机运营商标签、邮件运营商标签、用户败家指数标签和潮男潮女族标签等，并使用逻辑回归算法预测用户性别从而填补用户性别信息空缺值，使用K-Means算法实现用户分群等需求，最终将画像标签数据存入数据仓库。

  如下是基于Flink的用户画像系统架构图：

基于Flink的用户画像系统架构图

  如下是基于Flink的用户画像数据来源图：

基于Flink的用户画像数据来源图

userportrait's People

Contributors

abigdataer avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.