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Title: GitHub - charleswu52/UserBehaviorAnalysis: E-commerce user behavior analysis system based on Flink. · GitHub

Open Graph Title: GitHub - charleswu52/UserBehaviorAnalysis: E-commerce user behavior analysis system based on Flink.

X Title: GitHub - charleswu52/UserBehaviorAnalysis: E-commerce user behavior analysis system based on Flink.

Description: E-commerce user behavior analysis system based on Flink. - charleswu52/UserBehaviorAnalysis

Open Graph Description: E-commerce user behavior analysis system based on Flink. - charleswu52/UserBehaviorAnalysis

X Description: E-commerce user behavior analysis system based on Flink. - charleswu52/UserBehaviorAnalysis

Opengraph URL: https://github.com/charleswu52/UserBehaviorAnalysis

X: @github

direct link

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Links:

Skip to content	https://github.com/charleswu52/UserBehaviorAnalysis#start-of-content
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Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcharleswu52%2FUserBehaviorAnalysis
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=charleswu52%2FUserBehaviorAnalysis
Reload	https://github.com/charleswu52/UserBehaviorAnalysis
Reload	https://github.com/charleswu52/UserBehaviorAnalysis
Reload	https://github.com/charleswu52/UserBehaviorAnalysis
charleswu52	https://github.com/charleswu52
UserBehaviorAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis
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Security and quality	https://github.com/charleswu52/UserBehaviorAnalysis/security
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	https://github.com/charleswu52/UserBehaviorAnalysis
Branches	https://github.com/charleswu52/UserBehaviorAnalysis/branches
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	https://github.com/charleswu52/UserBehaviorAnalysis/branches
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12 Commits	https://github.com/charleswu52/UserBehaviorAnalysis/commits/master/
	https://github.com/charleswu52/UserBehaviorAnalysis/commits/master/
.idea	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/.idea
.idea	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/.idea
HotItemsAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/HotItemsAnalysis
HotItemsAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/HotItemsAnalysis
LoginFailDetect	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/LoginFailDetect
LoginFailDetect	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/LoginFailDetect
MarketAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/MarketAnalysis
MarketAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/MarketAnalysis
NetworkFlowAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/NetworkFlowAnalysis
NetworkFlowAnalysis	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/NetworkFlowAnalysis
OrderPayDetect	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/OrderPayDetect
OrderPayDetect	https://github.com/charleswu52/UserBehaviorAnalysis/tree/master/OrderPayDetect
.gitignore	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/.gitignore
.gitignore	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/.gitignore
README.md	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/README.md
README.md	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/README.md
pom.xml	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/pom.xml
pom.xml	https://github.com/charleswu52/UserBehaviorAnalysis/blob/master/pom.xml
README	https://github.com/charleswu52/UserBehaviorAnalysis
	https://github.com/charleswu52/UserBehaviorAnalysis#基于flink的电商用户行为分析
1 项目介绍	https://github.com/charleswu52/UserBehaviorAnalysis#1-%E9%A1%B9%E7%9B%AE%E4%BB%8B%E7%BB%8D
1.1 用户行为分类	https://github.com/charleswu52/UserBehaviorAnalysis#11-%E7%94%A8%E6%88%B7%E8%A1%8C%E4%B8%BA%E5%88%86%E7%B1%BB
统计分析	https://github.com/charleswu52/UserBehaviorAnalysis#%E7%BB%9F%E8%AE%A1%E5%88%86%E6%9E%90
偏好统计	https://github.com/charleswu52/UserBehaviorAnalysis#%E5%81%8F%E5%A5%BD%E7%BB%9F%E8%AE%A1
风险控制	https://github.com/charleswu52/UserBehaviorAnalysis#%E9%A3%8E%E9%99%A9%E6%8E%A7%E5%88%B6
1.2 项目模块设计	https://github.com/charleswu52/UserBehaviorAnalysis#12-%E9%A1%B9%E7%9B%AE%E6%A8%A1%E5%9D%97%E8%AE%BE%E8%AE%A1
实时统计分析	https://github.com/charleswu52/UserBehaviorAnalysis#%E5%AE%9E%E6%97%B6%E7%BB%9F%E8%AE%A1%E5%88%86%E6%9E%90
业务流程及风险控制	https://github.com/charleswu52/UserBehaviorAnalysis#%E4%B8%9A%E5%8A%A1%E6%B5%81%E7%A8%8B%E5%8F%8A%E9%A3%8E%E9%99%A9%E6%8E%A7%E5%88%B6
1.3 数据源解析	https://github.com/charleswu52/UserBehaviorAnalysis#13-%E6%95%B0%E6%8D%AE%E6%BA%90%E8%A7%A3%E6%9E%90
用户行为数据	https://github.com/charleswu52/UserBehaviorAnalysis#%E7%94%A8%E6%88%B7%E8%A1%8C%E4%B8%BA%E6%95%B0%E6%8D%AE
web服务器日志	https://github.com/charleswu52/UserBehaviorAnalysis#web%E6%9C%8D%E5%8A%A1%E5%99%A8%E6%97%A5%E5%BF%97
2 实时热门商品统计	https://github.com/charleswu52/UserBehaviorAnalysis#2-%E5%AE%9E%E6%97%B6%E7%83%AD%E9%97%A8%E5%95%86%E5%93%81%E7%BB%9F%E8%AE%A1
2.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#21-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
2.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#22-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
3 实时流量统计	https://github.com/charleswu52/UserBehaviorAnalysis#3-%E5%AE%9E%E6%97%B6%E6%B5%81%E9%87%8F%E7%BB%9F%E8%AE%A1
3.1 基于服务器 log 的热门页面浏览量统计	https://github.com/charleswu52/UserBehaviorAnalysis#31-%E5%9F%BA%E4%BA%8E%E6%9C%8D%E5%8A%A1%E5%99%A8-log-%E7%9A%84%E7%83%AD%E9%97%A8%E9%A1%B5%E9%9D%A2%E6%B5%8F%E8%A7%88%E9%87%8F%E7%BB%9F%E8%AE%A1
3.1.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#311-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
3.1.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#312-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
3.2 网站总浏览量（ PV）的统计	https://github.com/charleswu52/UserBehaviorAnalysis#32--%E7%BD%91%E7%AB%99%E6%80%BB%E6%B5%8F%E8%A7%88%E9%87%8F-pv%E7%9A%84%E7%BB%9F%E8%AE%A1
3.2.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#321-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
3.2.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#322-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
3.3 网站独立访客数（UV）的统计	https://github.com/charleswu52/UserBehaviorAnalysis#33-%E7%BD%91%E7%AB%99-%E7%8B%AC%E7%AB%8B%E8%AE%BF%E5%AE%A2%E6%95%B0uv%E7%9A%84%E7%BB%9F%E8%AE%A1
3.3.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#331-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
3.3.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#332-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
4 市场营销商业指标统计分析	https://github.com/charleswu52/UserBehaviorAnalysis#4-%E5%B8%82%E5%9C%BA%E8%90%A5%E9%94%80%E5%95%86%E4%B8%9A%E6%8C%87%E6%A0%87%E7%BB%9F%E8%AE%A1%E5%88%86%E6%9E%90
4.1 APP市场推广统计	https://github.com/charleswu52/UserBehaviorAnalysis#41-app%E5%B8%82%E5%9C%BA%E6%8E%A8%E5%B9%BF%E7%BB%9F%E8%AE%A1
4.1.1 自定义数据源	https://github.com/charleswu52/UserBehaviorAnalysis#411-%E8%87%AA%E5%AE%9A%E4%B9%89%E6%95%B0%E6%8D%AE%E6%BA%90
4.1.2 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#412-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
4.1.3 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#413-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
分渠道统计	https://github.com/charleswu52/UserBehaviorAnalysis#%E5%88%86%E6%B8%A0%E9%81%93%E7%BB%9F%E8%AE%A1
不分渠道统计	https://github.com/charleswu52/UserBehaviorAnalysis#%E4%B8%8D%E5%88%86%E6%B8%A0%E9%81%93%E7%BB%9F%E8%AE%A1
4.2 页面广告分析	https://github.com/charleswu52/UserBehaviorAnalysis#42-%E9%A1%B5%E9%9D%A2%E5%B9%BF%E5%91%8A%E5%88%86%E6%9E%90
4.2.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#421-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
页面广告点击量统计	https://github.com/charleswu52/UserBehaviorAnalysis#%E9%A1%B5%E9%9D%A2%E5%B9%BF%E5%91%8A%E7%82%B9%E5%87%BB%E9%87%8F%E7%BB%9F%E8%AE%A1
黑名单过滤	https://github.com/charleswu52/UserBehaviorAnalysis#%E9%BB%91%E5%90%8D%E5%8D%95%E8%BF%87%E6%BB%A4
4.2.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#422-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
页面广告点击量统计	https://github.com/charleswu52/UserBehaviorAnalysis#%E9%A1%B5%E9%9D%A2%E5%B9%BF%E5%91%8A%E7%82%B9%E5%87%BB%E9%87%8F%E7%BB%9F%E8%AE%A1-1
黑名单过滤	https://github.com/charleswu52/UserBehaviorAnalysis#%E9%BB%91%E5%90%8D%E5%8D%95%E8%BF%87%E6%BB%A4-1
5 恶意登录监控	https://github.com/charleswu52/UserBehaviorAnalysis#5-%E6%81%B6%E6%84%8F%E7%99%BB%E5%BD%95%E7%9B%91%E6%8E%A7
5.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#51-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
5.2解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#52%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
5.2.1 状态编程	https://github.com/charleswu52/UserBehaviorAnalysis#521-%E7%8A%B6%E6%80%81%E7%BC%96%E7%A8%8B
5.2.2 CEP实现	https://github.com/charleswu52/UserBehaviorAnalysis#522-cep%E5%AE%9E%E7%8E%B0
6 订单支付实时监控	https://github.com/charleswu52/UserBehaviorAnalysis#6-%E8%AE%A2%E5%8D%95%E6%94%AF%E4%BB%98%E5%AE%9E%E6%97%B6%E7%9B%91%E6%8E%A7
6.1 订单支付超时实时检测	https://github.com/charleswu52/UserBehaviorAnalysis#61-%E8%AE%A2%E5%8D%95%E6%94%AF%E4%BB%98%E8%B6%85%E6%97%B6%E5%AE%9E%E6%97%B6%E6%A3%80%E6%B5%8B
6.1.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#611-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
6.1.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#612-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
CEP解决	https://github.com/charleswu52/UserBehaviorAnalysis#cep%E8%A7%A3%E5%86%B3
Process Function实现	https://github.com/charleswu52/UserBehaviorAnalysis#process-function%E5%AE%9E%E7%8E%B0
6.2 订单支付交易数据匹配	https://github.com/charleswu52/UserBehaviorAnalysis#62-%E8%AE%A2%E5%8D%95%E6%94%AF%E4%BB%98%E4%BA%A4%E6%98%93%E6%95%B0%E6%8D%AE%E5%8C%B9%E9%85%8D
6.2.1 业务需求	https://github.com/charleswu52/UserBehaviorAnalysis#621-%E4%B8%9A%E5%8A%A1%E9%9C%80%E6%B1%82
6.2.2 解决思路	https://github.com/charleswu52/UserBehaviorAnalysis#622-%E8%A7%A3%E5%86%B3%E6%80%9D%E8%B7%AF
	https://github.com/charleswu52/UserBehaviorAnalysis#1-项目介绍
	https://github.com/charleswu52/UserBehaviorAnalysis#11-用户行为分类
	https://github.com/charleswu52/UserBehaviorAnalysis#统计分析
	https://github.com/charleswu52/UserBehaviorAnalysis#偏好统计
	https://github.com/charleswu52/UserBehaviorAnalysis#风险控制
	https://github.com/charleswu52/UserBehaviorAnalysis#12-项目模块设计
	https://github.com/charleswu52/UserBehaviorAnalysis#实时统计分析
	https://github.com/charleswu52/UserBehaviorAnalysis#业务流程及风险控制
	https://github.com/charleswu52/UserBehaviorAnalysis#13-数据源解析
	https://github.com/charleswu52/UserBehaviorAnalysis#用户行为数据
	https://github.com/charleswu52/UserBehaviorAnalysis#web服务器日志
	https://github.com/charleswu52/UserBehaviorAnalysis#2-实时热门商品统计
	https://github.com/charleswu52/UserBehaviorAnalysis#21-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#22-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#3-实时流量统计
	https://github.com/charleswu52/UserBehaviorAnalysis#31-基于服务器-log-的热门页面浏览量统计
	https://github.com/charleswu52/UserBehaviorAnalysis#311-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#312-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#32--网站总浏览量-pv的统计
	https://github.com/charleswu52/UserBehaviorAnalysis#321-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#322-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#33-网站-独立访客数uv的统计
	https://github.com/charleswu52/UserBehaviorAnalysis#331-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#332-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#4-市场营销商业指标统计分析
	https://github.com/charleswu52/UserBehaviorAnalysis#41-app市场推广统计
	https://github.com/charleswu52/UserBehaviorAnalysis#411-自定义数据源
	https://github.com/charleswu52/UserBehaviorAnalysis#412-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#413-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#分渠道统计
	https://github.com/charleswu52/UserBehaviorAnalysis#不分渠道统计
	https://github.com/charleswu52/UserBehaviorAnalysis#42-页面广告分析
	https://github.com/charleswu52/UserBehaviorAnalysis#421-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#页面广告点击量统计
	https://github.com/charleswu52/UserBehaviorAnalysis#黑名单过滤
	https://github.com/charleswu52/UserBehaviorAnalysis#422-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#页面广告点击量统计-1
	https://github.com/charleswu52/UserBehaviorAnalysis#黑名单过滤-1
	https://github.com/charleswu52/UserBehaviorAnalysis#5-恶意登录监控
	https://github.com/charleswu52/UserBehaviorAnalysis#51-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#52解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#521-状态编程
	https://github.com/charleswu52/UserBehaviorAnalysis#522-cep实现
	https://github.com/charleswu52/UserBehaviorAnalysis#6-订单支付实时监控
	https://github.com/charleswu52/UserBehaviorAnalysis#61-订单支付超时实时检测
	https://github.com/charleswu52/UserBehaviorAnalysis#611-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#612-解决思路
	https://github.com/charleswu52/UserBehaviorAnalysis#cep解决
	https://github.com/charleswu52/UserBehaviorAnalysis#process-function实现
	https://github.com/charleswu52/UserBehaviorAnalysis#62-订单支付交易数据匹配
	https://github.com/charleswu52/UserBehaviorAnalysis#621-业务需求
	https://github.com/charleswu52/UserBehaviorAnalysis#622-解决思路
flink	https://github.com/topics/flink
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Readme	https://github.com/charleswu52/UserBehaviorAnalysis#readme-ov-file
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