Construction of Data Mining Analysis Model in English Teaching Based on Apriori Association Rule Algorithm

Table 1

Knowledge discovery process of database.

Step	Name	Operation
Step 1	Data cleaning	Clear noise or inconsistent data
Step 2	Data integration	Many files can be merged. Along with cleansing the data, this is considered the first step tostoring the data in a data warehouse
Step 3	Data selection	Retrieve data related to the analysis task from the database
Step 4	Data transformation	Transform or share data through content or assembly into a format suitable for mining
Step 5	Data mining	Use intelligent methods to extract data patterns