EC Standard analyze schema and using machine learning with data management platform

1. CART
SEARCH
ORDER
VIEW
Know your
Customer
Associate&Target
Marketing Strategy
Remarketing
Make People
Attraction
Yield Need
Make profit
Active Clicks Flow is
Decreasing
Advertising
to flow
Using Machine Learning
To arise Active Flow

2. Order
number
Active Uid
clicks
All Uid clicks
Active Uid
clicks
Order
number
Active Uid
clicks
All Uid clicks Model One ModelTwo
Model One ModelTwo

3. apriori(tl,parameter=list(minlen=2,support=0.1,confidence=0.05))
item UID List
Rule 1 寶石 機票 4000+2000
Rule 2 寶石 手錶 4000+6000
Rule 3 寶石 項鍊 4000+10000
手錶
寶石
機票
項鍊
6000
2000
4000
10000
小
大
中

4. DSPAPI
Recommend ML LIST
R-HADOOP
R-HDFS
R-HIVE
R-HBASE
MODELING
Dataset
library
Web
Csv
Txt
Log
Oracle
My
SQL
SQL
DW HDFS
YARN
HIVE HBASE
MODELING PROCESS SYSTEM ARCHITECTURE
PIG JAVA MAHOUT
SPARK
1
3
5
2
4
6
2
4
4

5. HADOOP MUILTI NODE CLUSTER
 Master namenocde secondary namenode datanode HMaster Resourcemanager
 Slave datanode nodemanager Hregionserver
ACTIVE SYSTEM SERVICE
 Hadoop HDFS
 Yarn
 Hive
 Hbase
 Impala
 Pig
 Mongo
 Cassandra
 Rhadoop
 Rstudio server
 SPARK
 SparkR
 SparkSQL
 Sparkstream
 Mlib
ACTIVE SYSTEM SERCICE